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Machine learning versus crop growth models: an ally, not a rival 期刊论文
AOB PLANTS, 2023, 卷号: 15, 期号: 2, 页码: 7
作者:  Zhang, Ningyi;  Zhou, Xiaohan;  Kang, Mengzhen;  Hu, Bao-Gang;  Heuvelink, Ep;  Marcelis, Leo F. M.
收藏  |  浏览/下载：33/0  |  提交时间：2023/11/17
Knowledge  and data-driven modelling  Machine learning  Process-based models  yield prediction  
Towards Corruption-Agnostic Robust Domain Adaptation 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 4, 页码: 16
作者:  Xu, Yifan;  Sheng, Kekai;  Dong, Weiming;  Wu, Baoyuan;  Xu, Changsheng;  Hu, Bao-Gang
Adobe PDF(2116Kb)  |  收藏  |  浏览/下载：390/83  |  提交时间：2022/06/10
Domain adaptation  corruption robustness  transfer learning  
Incremental Concept Learning via Online Generative Memory Recall 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3206-3216
作者:  Li, Huaiyu;  Dong, Weiming;  Hu, Bao-Gang
收藏  |  浏览/下载：265/0  |  提交时间：2021/08/15
Task analysis  Learning systems  Neural networks  Feature extraction  Visualization  Knowledge engineering  Training  Catastrophic forgetting  continual learning  generative adversarial networks (GANs)  
Learning to assess visual aesthetics of food images 期刊论文
COMPUTATIONAL VISUAL MEDIA, 2021, 卷号: 7, 期号: 1, 页码: 139-152
作者:  Sheng, Kekai;  Dong, Weiming;  Huang, Haibin;  Chai, Menglei;  Zhang, Yong;  Ma, Chongyang;  Hu, Bao-Gang
收藏  |  浏览/下载：216/0  |  提交时间：2021/06/15
image aesthetic assessment  food image analysis  dataset  regularization  
Two decades of research with the GreenLab model in agronomy 期刊论文
ANNALS OF BOTANY, 2021, 卷号: 127, 期号: 3, 页码: 281-295
作者:  de Reffye, Philippe;  Hu, Baogang;  Kang, Mengzhen;  Letort, Veronique;  Jaeger, Marc
收藏  |  浏览/下载：170/0  |  提交时间：2021/06/15
FSPM  stochastic functional-structural plant model  organic series  organ cohorts  source and sink organs  
Semi-Supervised Deep Neural Network for Joint Intensity Estimation of Multiple Facial Action Units 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 150743-150756
作者:  Zhang, Yong;  Fan, Yanbo;  Dong, Weiming;  Hu, Bao-Gang;  Ji, Qiang
收藏  |  浏览/下载：262/0  |  提交时间：2020/03/30
Gold  Estimation  Hidden Markov models  Training  Face  Task analysis  Neural networks  Facial action units  intensity estimation  deep learning  weakly supervised learning  
Attention-based Multi-patch Aggregation for Image Aesthetic Assessment 会议论文
, Seoul, Republic of Korea, 2018-10-22 2018-10-26
作者:  Kekai, Sheng;  Weiming, Dong;  Chongyang, Ma;  Xing, Mei;  Feiyue, Huang;  Bao-Gang, Hu
浏览  |  Adobe PDF(3181Kb)  |  收藏  |  浏览/下载：362/82  |  提交时间：2019/06/18
Image Aesthetic Assessment  Attention Mechanism  Deep Learning  
On connections between Renyi entropy Principal Component Analysis, kernel learning and graph embedding 期刊论文
PATTERN RECOGNITION LETTERS, 2018, 卷号: 112, 页码: 125-130
作者:  Ran, Zhi-Yong;  Wang, Wei;  Hu, Bao-Gang
收藏  |  浏览/下载：222/0  |  提交时间：2019/12/16
Renyi Entropy  Pca  Kernel Learning  Graph Embedding  
A knowledge-and-data-driven modeling approach for simulating plant growth and the dynamics of CO2/O2 concentrations in a closed system of plants and humans by integrating mechanistic and empirical models 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 卷号: 148, 期号: 0, 页码: 280-290
作者:  Fan, Xing-Rong;  Wang, Xiujuan;  Kang, Mengzhen;  Hua, Jing;  Guo, Shuangsheng;  de Reffye, Philippe;  Hu, Bao-Gang
浏览  |  Adobe PDF(827Kb)  |  收藏  |  浏览/下载：384/91  |  提交时间：2018/10/10
Closed Ecological Life Support System  Functional-structural Plant Model  Knowledge-and-data-driven Model  Mass Balance Model  Model Evaluation  And Model Verification  
Facial Image Attributes Transformation via Conditional Recycle Generative Adversarial Networks 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2018, 卷号: 33, 期号: 3, 页码: 511-521
作者:  Li, Huai-Yu;  Dong, Wei-Ming;  Hu, Bao-Gang
浏览  |  Adobe PDF(5421Kb)  |  收藏  |  浏览/下载：284/51  |  提交时间：2018/10/10
Generative Adversarial Network  Image Editing  Facial Attributes Transformation